diff --git a/muted-tests.yml b/muted-tests.yml
index f754a00797d4f..563b673350427 100644
--- a/muted-tests.yml
+++ b/muted-tests.yml
@@ -164,9 +164,6 @@ tests:
 - class: org.elasticsearch.xpack.test.rest.XPackRestIT
   method: test {p0=transform/transforms_start_stop/Test start/stop only starts/stops specified transform}
   issue: https://github.com/elastic/elasticsearch/issues/126466
-- class: org.elasticsearch.smoketest.MlWithSecurityIT
-  method: test {yaml=ml/get_trained_model_stats/Test get stats given trained models}
-  issue: https://github.com/elastic/elasticsearch/issues/126510
 - class: org.elasticsearch.xpack.test.rest.XPackRestIT
   method: test {p0=transform/transforms_stats/Test get multiple transform stats}
   issue: https://github.com/elastic/elasticsearch/issues/126567
@@ -182,9 +179,6 @@ tests:
 - class: org.elasticsearch.xpack.test.rest.XPackRestIT
   method: test {p0=transform/transforms_stats/Test get multiple transform stats where one does not have a task}
   issue: https://github.com/elastic/elasticsearch/issues/126863
-- class: org.elasticsearch.xpack.test.rest.XPackRestIT
-  method: test {p0=ml/inference_crud/Test delete given unused trained model}
-  issue: https://github.com/elastic/elasticsearch/issues/126881
 - class: org.elasticsearch.index.engine.CompletionStatsCacheTests
   method: testCompletionStatsCache
   issue: https://github.com/elastic/elasticsearch/issues/126910